Encyclopedia of Database Systems

2018 Edition
| Editors: Ling Liu, M. Tamer Özsu

Temporal Logical Models

  • Arie Shoshani
Reference work entry
DOI: https://doi.org/10.1007/978-1-4614-8265-9_403

Synonyms

Historical data models

Definition

Temporal logical models refer to the logical structure of data that captures the temporal behavior and operations over such structures. The term “logical” is used to distinguish such temporal structures from the physical storage organization and implementation. For example, the behavior of temporal events and operations over them can be described logically in a way that is independent of the physical structure (e.g., linked lists) or indexing of the events. Temporal logical models include concepts of data values that are collected or are changed over time, such as continuous physical phenomena, a series of discrete events, and interval data over time. The challenge is one of having a single comprehensive model that captures this diversity of behavior.

Historical Background

In the 1980s, several researchers focused on dealing with temporal data, both on the modeling concepts and on physical organization and indexing of temporal data. This led...

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Recommended Reading

  1. 1.
    Bettini C, Wang XS, Jajodia S. A general framework for time granularity and its application to temporal reasoning. Ann Math Artif Intell. 1998;22(1–2):29–58.MathSciNetzbMATHCrossRefGoogle Scholar
  2. 2.
    Chen CX, Zaniolo C. Universal temporal extensions for database languages. In: Proceedings of the 15th International Conference on Data Engineering; 1999. p. 428–437.Google Scholar
  3. 3.
    Combi C, Montanari A. Data models with multiple temporal dimensions: completing the picture. In: Proceedings of the 13th International Conference on Advanced Information Systems Engineering; 2001. p. 187–202.Google Scholar
  4. 4.
    Etzion O, Jajodia S, Sripada SM, editors. Temporal databases: research and practice, vol. 1399. Berlin: Springer; 1998.Google Scholar
  5. 5.
    Tansel AU, Clifford J, Gadia SK, Jajodia S, Segev A, Snodgrass RT. Temporal databases: theory, design, and implementation. Redwood City: Benjamin/Cummings; 1993.Google Scholar
  6. 6.
    Jensen CS, Snodgrass RT. Temporal specialization and generalization. IEEE Trans Knowl Data Eng. 1994;6(6):954–974.CrossRefGoogle Scholar
  7. 7.
    Kang ST, Chung YD, Kim M-Y. An efficient method for temporal aggregation with range-condition attributes. Inf Sci. 2004;168(1–4):243–265.MathSciNetzbMATHCrossRefGoogle Scholar
  8. 8.
    Law YN, Wang H, Zaniolo C. Query languages and data models for database sequences and data streams. In: Proceedings of the 30th International Conference on Very Large Data Bases; 2004. p. 492–503.CrossRefGoogle Scholar
  9. 9.
    Lee JY, Elmasri R, Won J. An integrated temporal data model incorporating time series concept. Data Knowl Eng. 1998;24(3):257–276.zbMATHCrossRefGoogle Scholar
  10. 10.
    Moon B, López IFV, Immanuel V. Efficient algorithms for large-scale temporal aggregation. IEEE Trans Knowl Data Eng. 2003;15(3):744–759.CrossRefGoogle Scholar
  11. 11.
    Segev A, Shoshani A. Logical modeling of temporal data. In: Proceedings of the ACM SIGMOD International Conference on Management of Data; 1987. p. 454–466.CrossRefGoogle Scholar
  12. 12.
    Snodgrass RT. The TSQL2 temporal query language. Norwell: Kluwer; 1995.zbMATHCrossRefGoogle Scholar
  13. 13.
    Snodgrass RT, Ahn I. Temporal databases. IEEE Comput. 1986;19(9):35–42.zbMATHCrossRefGoogle Scholar
  14. 14.
    Terenziani P, Terenziani RT. Reconciling point-based and interval-based semantics in temporal relational databases: a treatment of the telic/atelic distinction. IEEE Trans Knowl Data Eng. 2004;16(5):540–551.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2018

Authors and Affiliations

  1. 1.Lawrence Berkeley National LaboratoryBerkeleyUSA

Section editors and affiliations

  • Richard T. Snodgrass
    • 1
  • Christian S. Jensen
    • 2
  1. 1.University of ArizonaTucsonUSA
  2. 2.Aalborg UniversityAalborg ØstDenmark